These, nonetheless, are equally significant elements in the testing of the hypothesis, and deserve to be evaluated.
First, the presence of these elements in the tested CRM sample was confirmed by SYBR®Green qPCR screening (Additional file 4).
The rotated principle components analysis revealed three key factors, which we labelled as phonology, semantic and executive/cognition on the basis of the common elements in the tests that loaded most strongly on each component.
Our method uses only the positive examples in the training set as a reference from which to compute the distance to the elements in the testing set, whereas TripletSVM, for each sample, is trained using both the positive and negative examples of the training set and is evaluated against the testing set.
In FML-kNN we used the Euclidean distance, through which, for each query element in the testing dataset R we obtain the dominant class (i.e., class membership) among its kNNs' classes.
The column marked "SLS folding aptitude" reports the behavior of family elements in the RANDFOLD test: the number of '+' symbols describes the percent of positive elements ('+++' if 90% or above; '++' if 70 90%; '+' if 50 70%; '-' if less than 50%).
The corrosion resistance of a plasma-oxidized Ti 6Al 4V alloy sample was evaluated by immersing the sample in a lactic acid solution and determining the amounts of eluted elements in the immersion-test solution.
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